{"id":"W2082474996","doi":"10.1007/s00267-014-0292-0","title":"Sustainability Appraisal of Water Governance Regimes: The Case of Guanacaste, Costa Rica","year":2014,"lang":"en","type":"article","venue":"Environmental Management","topic":"Water resources management and optimization","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Sustainability; Stakeholder; Stakeholder engagement; Environmental planning; Environmental resource management; Business; Water scarcity; Citizen journalism; Scarcity; Water resources; Political science; Economics; Geography; Public relations; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066963,0.0001308129,0.0001332095,0.00003335384,0.00004431635,0.00001177797,0.0001970636,0.00002441716,0.000111344],"category_scores_gemma":[0.000004176445,0.00008957652,0.00005562414,0.00006025663,0.0001079103,0.00008873914,0.0002137074,0.00005490162,0.00001511787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008560533,"about_ca_system_score_gemma":3.864088e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002326878,"about_ca_topic_score_gemma":0.000003060741,"domain_scores_codex":[0.9992126,0.00004136482,0.0002467818,0.0001553895,0.0001540803,0.0001897597],"domain_scores_gemma":[0.9994763,0.00002544971,0.00005552277,0.0004145844,0.000003330973,0.0000248605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009949585,0.0004429321,0.01052461,0.00203603,0.0005646395,0.0002042139,0.003331812,0.874444,0.000765288,0.01194518,0.00713315,0.08850867],"study_design_scores_gemma":[0.003869622,0.0005186608,0.1150579,0.000123254,0.0006317164,0.00005585185,0.01152979,0.3506265,0.0302809,0.002135308,0.4838284,0.001342079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958562,0.0001109954,0.0161669,0.0002267718,0.0001468355,0.0006623218,0.00001030205,0.00005758852,0.02405626],"genre_scores_gemma":[0.9988064,0.00007026568,0.000385436,0.00001567269,0.0000192293,0.00002382652,0.00001536919,0.00002004037,0.0006438292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238175,"threshold_uncertainty_score":0.3652824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002652479870989655,"score_gpt":0.1737352142189183,"score_spread":0.1710827343479286,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}